varun-v-rao
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End of training
Browse files
README.md
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---
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license: other
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base_model: facebook/opt-1.3b
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tags:
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- generated_from_trainer
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datasets:
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- RobZamp/sick
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metrics:
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- accuracy
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model-index:
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- name: opt-1.3b-fp-sick
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results:
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- task:
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name: Text Classification
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type: text-classification
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dataset:
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name: sick
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type: RobZamp/sick
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config: default
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split: validation
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args: default
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metrics:
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- name: Accuracy
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type: accuracy
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value: 0.8888888888888888
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# opt-1.3b-fp-sick
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This model is a fine-tuned version of [facebook/opt-1.3b](https://huggingface.co/facebook/opt-1.3b) on the sick dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4505
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- Accuracy: 0.8889
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 64
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- eval_batch_size: 32
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- seed: 6
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 70 | 0.3555 | 0.8828 |
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| No log | 2.0 | 140 | 0.3348 | 0.8848 |
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| No log | 3.0 | 210 | 0.4505 | 0.8889 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.0.1+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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model-00001-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:81180d40192b378b743e4b9a4a2f36087e9298dda0e0f7c8e62283b418d14ce5
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size 4994509120
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model-00002-of-00002.safetensors
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version https://git-lfs.github.com/spec/v1
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size 268593512
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model.safetensors.index.json
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